Coupling of quantile regression into boosted regression trees (BRT) technique in forecasting emission model of PM10 concentration
Air pollution is currently becoming a significant global environmental issue. The sources of air pollution in Malaysia are mobile or stationary. Motor vehicles are one of the mobile sources. Stationary sources originated from emissions caused by urban development, quarrying and power plants and petr...
Published in: | Air Quality, Atmosphere and Health |
---|---|
Main Author: | Shaziayani W.N.; Ul-Saufie A.Z.; Ahmat H.; Al-Jumeily D. |
Format: | Article |
Language: | English |
Published: |
Springer Science and Business Media B.V.
2021
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85106433186&doi=10.1007%2fs11869-021-01045-3&partnerID=40&md5=a2dde12bb28169ab23571ad7061f7c07 |
Similar Items
-
A Novel Hybrid Model Combining the Support Vector Machine (SVM) and Boosted Regression Trees (BRT) Technique in Predicting PM10 Concentration
by: Shaziayani W.N.; Ahmat H.; Razak T.R.; Zainan Abidin A.W.; Warris S.N.; Asmat A.; Noor N.M.; Ul-Saufie A.Z.
Published: (2022) -
Evaluation of boosted regression tree for the prediction of the maximum 24-hour concentration of particulate matter
by: Shaziayani W.N.; Ul-Saufie A.Z.; Yusoff S.A.M.; Ahmat H.; Libasin Z.
Published: (2021) -
Future daily PM10 concentrations prediction by combining regression models and feedforward backpropagation models with principle component analysis (PCA)
by: Ul-Saufie A.Z.; Yahaya A.S.; Ramli N.A.; Rosaida N.; Hamid H.A.
Published: (2013) -
Identifying Missing Data Mechanisms Among Incomplete Air Pollution Datasets in Malaysia
by: Libasin Z.; Ul-Saufie A.Z.; Ahmat H.; Shaziayani W.N.; Al-Jumeily D.
Published: (2024) -
ENHANCING ECOSYSTEM BIODIVERSITY THROUGH AIR POLLUTION CONCENTRATIONS PREDICTION USING SUPPORT VECTOR REGRESSION APPROACHES
by: Solehah S.U.; Abidin A.W.Z.; Warris S.N.; Shaziayani W.N.; Osman B.M.; Ibrahim N.; Noor N.M.; Ul-Saufie A.Z.
Published: (2023)